Transaction STAD (The Business Transaction Analysis ) delivers workload statistics across jobs and business transactions.By default, these data storing value is 48 hours for every SAP system but you can change it via profile parameter…
System Parameter –> stat/max_files

If you want to change this value then you have to change this parameter and restart the SAP system.